How do you coordinate 10,000 AI agents on one problem? Hierarchical orchestration ideas emerge

pwlot · x · 2026-09-09

Responding to Suhail's question about building a system that coordinates 10,000 AI agents on a single problem, one user sketches a speculative architecture: a main orchestrator/council layer with agent groups underneath, organized as graphs, hierarchies, cascades, or search trees with recursive, matryoshka-style nesting — essentially a dynamic computational graph with hierarchical aggregation.

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